Postdoc Member
Call: +34 976 762704
Email: parmanac@unizar.es
Address: C/ María de Luna 1, Edificio Ada Byron, Lab. 3.07-50018 Zaragoza (Spain)
ABOUT ME
Pablo Armañac Julián is a PhD researcher who joined the BSICoS group in 2018. He obtained his B.Sc. degree in Electronics and Automation Engineering in 2017, followed by an M.Sc. in Biomedical Engineering in 2018, and completed his PhD in Biomedical Engineering in 2024 at the Aragon Engineering Research Institute of the University of Zaragoza (Zaragoza, Spain). His current research interests are focused on the Internet of Health Things (IoHT) and biomedical signal processing, particularly in analyzing Heart Rate Variability for specific applications such as stress, critical care, and sleep apnea. Additionally, he is working on the implementation of algorithms to detect drowsiness while driving.
PUBLICATIONS
2024
Journal Articles
Hietakoste, S; Armañac-Julián, P; Karhu, T; Bailón, R; Sillanmäki, S; Töyräs, J; Leppanen, T; Myllymaa, S; Kainulainen, S
Acute cardiorespiratory coupling impairment in worsening sleep apnea-related intermittent hypoxemia Journal Article
In: IEEE Transactions on Biomedical Engineering, 2024.
@article{Hietakoste23,
title = {Acute cardiorespiratory coupling impairment in worsening sleep apnea-related intermittent hypoxemia},
author = {S Hietakoste and P Armañac-Julián and T Karhu and R Bailón and S Sillanmäki and J Töyräs and T Leppanen and S Myllymaa and S Kainulainen},
url = {https://drive.google.com/file/d/1VS4xph94AKukbh9UKtJhdrSY2sXxaKGO/view},
doi = {10.1109/TBME.2023.3300079},
year = {2024},
date = {2024-01-01},
urldate = {2023-01-01},
journal = {IEEE Transactions on Biomedical Engineering},
keywords = {},
pubstate = {published},
tppubtype = {article}
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Armañac-Julián, P; Martín-Montero, A; Lázaro, J; Hornero, R; Laguna, P; Kheirandish-Gozal, L; Gozal, D; Gil, E; Bailón, R; Gutiérrez-Tobal, G
Persistent Sleep Disordered Breathing Independently Contributes to Metabolic Syndrome in Prepubertal Children Journal Article
In: Pediatric Pulmonology, pp. 1-10, 2024.
@article{Armanac24,
title = {Persistent Sleep Disordered Breathing Independently Contributes to Metabolic Syndrome in Prepubertal Children},
author = {P Armañac-Julián and A Martín-Montero and J Lázaro and R Hornero and P Laguna and L Kheirandish-Gozal and D Gozal and E Gil and R Bailón and G Gutiérrez-Tobal},
url = {https://drive.google.com/file/d/1FH1QCLJkM3Efpr3tO_IfW0ONq4HP7A9i/view},
doi = {10.1002/ppul.26720},
year = {2024},
date = {2024-01-01},
urldate = {2024-01-01},
journal = {Pediatric Pulmonology},
pages = {1-10},
keywords = {},
pubstate = {published},
tppubtype = {article}
}
Conferences
Martín-Montero, A; Armañac-Julián, P; García-Vicente, C; Bailón, R; Gil, E; Gozal, D; Penzel, T; Hornero, R; Gutiérrez-Tobal, G C
ECG-Derived Respiratory Power Index to Evaluate and Track Pediatric Sleep Apnea Conference
13th Conference of the European Study Group on Cardiovascular Oscillations (ESGCO), 2024.
@conference{esgco24_AMartin,
title = {ECG-Derived Respiratory Power Index to Evaluate and Track Pediatric Sleep Apnea},
author = {A Martín-Montero and P Armañac-Julián and C García-Vicente and R Bailón and E Gil and D Gozal and T Penzel and R Hornero and G C Gutiérrez-Tobal},
url = {https://drive.google.com/file/d/1UbB-T4cyNk7dCsVYDVag1LOxjlE6hjpM/view},
year = {2024},
date = {2024-01-01},
booktitle = {13th Conference of the European Study Group on Cardiovascular Oscillations (ESGCO)},
keywords = {},
pubstate = {published},
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Armañac-Julián, P; Lazaro, J; Gil, E; Bailón, R
Sex Differences in Beat-to-Beat Heart Rate Response to Systolic Pressure Increases Conference
13th Conference of the European Study Group on Cardiovascular Oscillations (ESGCO), 2024.
@conference{esgco24_PArmanac,
title = {Sex Differences in Beat-to-Beat Heart Rate Response to Systolic Pressure Increases},
author = {P Armañac-Julián and J Lazaro and E Gil and R Bailón},
url = {https://drive.google.com/file/d/1Cn_dNZdR1ZyRKofqVdbG9HQkko-Jov-l/view},
year = {2024},
date = {2024-01-01},
booktitle = {13th Conference of the European Study Group on Cardiovascular Oscillations (ESGCO)},
keywords = {},
pubstate = {published},
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Hietakoste, S; Armañac-Julián, P; Karhu, T; Bailón, R; Sillanmäki, S; Töyräs, J; Leppänen, T; Myllymaa, S; Kainulainen, S
Worsening hypoxic load impairs cardiorespiratory coupling Conference
13th Conference of the European Study Group on Cardiovascular Oscillations (ESGCO), 2024.
@conference{esgco24_SHietakoste,
title = {Worsening hypoxic load impairs cardiorespiratory coupling},
author = {S Hietakoste and P Armañac-Julián and T Karhu and R Bailón and S Sillanmäki and J Töyräs and T Leppänen and S Myllymaa and S Kainulainen},
url = {https://drive.google.com/file/d/1XbUr1j-h6dNpTbqZCLualhEQf0fBPqu9/view},
year = {2024},
date = {2024-01-01},
booktitle = {13th Conference of the European Study Group on Cardiovascular Oscillations (ESGCO)},
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Barquero, A; Armañac-Julián, P; Bailón, R; Lazaro, J; Gil, E; Hernando, D
Validating a PPG Device for Estimating Heart Rate in Various Activity Conditions Conference
13th Conference of the European Study Group on Cardiovascular Oscillations (ESGCO), 2024.
@conference{esgco24_ABarquero,
title = {Validating a PPG Device for Estimating Heart Rate in Various Activity Conditions},
author = {A Barquero and P Armañac-Julián and R Bailón and J Lazaro and E Gil and D Hernando},
url = {https://drive.google.com/file/d/1CM9TU-HK7l8yTP66Mgb4eMcZtCin7nOH/view},
year = {2024},
date = {2024-01-01},
booktitle = {13th Conference of the European Study Group on Cardiovascular Oscillations (ESGCO)},
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pubstate = {published},
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Barquero, A; García, E; Kontaxis, S; Siddi, S; Cummins, N; Vairavan, S; Matcham, F; Hotopf, M; Lamers, F; Penninx, B; Dobson, R; Narayan, V; Bailón, R; Armañac-Julián, P; Consortium, RADAR-CNS
Proceedings CASEIB 2024, 2024.
@conference{caseib24_ABarquero,
title = {Relación entre la Actividad Física y el Ritmo Cardíaco Registrados por un Wearable de Pulsera en Pacientes con Depresión},
author = {A Barquero and E García and S Kontaxis and S Siddi and N Cummins and S Vairavan and F Matcham and M Hotopf and F Lamers and B Penninx and R Dobson and V Narayan and R Bailón and P Armañac-Julián and RADAR-CNS Consortium},
url = {https://drive.google.com/file/d/12UOnReIS3gqzxJ9XxmUr8zgwyshGqEpq/view},
year = {2024},
date = {2024-01-01},
booktitle = {Proceedings CASEIB 2024},
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pubstate = {published},
tppubtype = {conference}
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PhD Theses
Armañac-Julián, P
Cardiovascular Signal Processing Oriented to Long-Term Monitoring PhD Thesis
2024.
@phdthesis{Armanac24b,
title = {Cardiovascular Signal Processing Oriented to Long-Term Monitoring},
author = {P Armañac-Julián},
url = {https://drive.google.com/file/d/1aJdKZSm4GV3HmXUmqZWd38zZHtdKUYTM/view},
year = {2024},
date = {2024-01-01},
urldate = {2024-01-01},
keywords = {},
pubstate = {published},
tppubtype = {phdthesis}
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2023
Journal Articles
Martín-Montero, A; Armañac-Julián, P; Gil, E; Kheirandish-Gozal, L; Álvarez, D; Lázaro, J; Bailón, R; Gozal, D; Laguna, P; Hornero, R; Gutiérrez-Tobal, G C
Pediatric Sleep Apnea: Characterization of Apneic Events and Sleep Stages Using Heart Rate Variability Journal Article
In: Computers in Biology and Medicine, 2023.
@article{MartinMontero23,
title = {Pediatric Sleep Apnea: Characterization of Apneic Events and Sleep Stages Using Heart Rate Variability},
author = {A Martín-Montero and P Armañac-Julián and E Gil and L Kheirandish-Gozal and D Álvarez and J Lázaro and R Bailón and D Gozal and P Laguna and R Hornero and G C Gutiérrez-Tobal},
url = {https://drive.google.com/file/d/1wbLFTroIZSoJypEHgbpj_Lyxlt2puEJY/view},
doi = {10.1016/j.compbiomed.2023.106549},
year = {2023},
date = {2023-01-01},
urldate = {2023-01-01},
journal = {Computers in Biology and Medicine},
keywords = {},
pubstate = {published},
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Conferences
Armañac-Julián, P; Martín-Montero, A; Hietakoste, S; Lázaro, J; Kainulainen, S; Gozal, D; Hornero, R; Laguna, P; Gutiérrez-Tobal, G C; Gil, E; Bailón, R
Characterization of Cardiopulmonary Coupling in Pediatric Patients with Obstructive Sleep Apnea Conference
Proceedings of the XLIX International Conference on Computing in Cardiology, Atlanta, USA, 2023.
@conference{Armanacc23,
title = {Characterization of Cardiopulmonary Coupling in Pediatric Patients with Obstructive Sleep Apnea},
author = {P Armañac-Julián and A Martín-Montero and S Hietakoste and J Lázaro and S Kainulainen and D Gozal and R Hornero and P Laguna and G C Gutiérrez-Tobal and E Gil and R Bailón},
url = {https://drive.google.com/file/d/1THgQbm04_TMCXNbh6acs2rB6vSe2Qofk/view},
doi = {10.22489/CinC.2023.245},
year = {2023},
date = {2023-01-01},
urldate = {2023-01-01},
booktitle = {Proceedings of the XLIX International Conference on Computing in Cardiology},
address = {Atlanta, USA},
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Armañac-Julián, P; Martín-Montero, A; Hietakoste, S; Lázaro, J; Kainulainen, S; Gozal, D; Hornero, R; Laguna, P; Gutiérrez-Tobal, G; Gil, E; Bailón, R
Caracterización del Acoplo Cardiopulmonar en Pacientes Pediátricos con Apnea Obstructiva del Sueño Conference
Congreso de la Sociedad Española de Ingeniería Biomédica CASEIB, Cartagena, España, 2023.
@conference{armanac_c23,
title = {Caracterización del Acoplo Cardiopulmonar en Pacientes Pediátricos con Apnea Obstructiva del Sueño},
author = {P Armañac-Julián and A Martín-Montero and S Hietakoste and J Lázaro and S Kainulainen and D Gozal and R Hornero and P Laguna and G Gutiérrez-Tobal and E Gil and R Bailón},
url = {https://drive.google.com/file/d/1Jfi4BXTQ5u2UtopOzqjx66fhXQE6BucR/view},
year = {2023},
date = {2023-01-01},
booktitle = {Congreso de la Sociedad Española de Ingeniería Biomédica CASEIB},
pages = {545-549},
address = {Cartagena, España},
keywords = {},
pubstate = {published},
tppubtype = {conference}
}
2022
Journal Articles
Armañac, P; Kontaxis, S; Rapalis, A; Marozas, V; Laguna, P; Bailón, R; Gil, E; Lázaro, J
Reliability of Pulse Photoplethysmography Sensors: Coverage Using Different Setups and Body Locations Journal Article
In: Frontiers in Electronics, 2022.
@article{Armanac22b,
title = {Reliability of Pulse Photoplethysmography Sensors: Coverage Using Different Setups and Body Locations},
author = {P Armañac and S Kontaxis and A Rapalis and V Marozas and P Laguna and R Bailón and E Gil and J Lázaro},
url = {https://drive.google.com/file/d/1e5VEJhvCUZa_v3M71EuizHUlUR50jh7H/view},
doi = {10.3389/felec.2022.906324},
year = {2022},
date = {2022-01-01},
urldate = {2022-01-01},
journal = {Frontiers in Electronics},
keywords = {},
pubstate = {published},
tppubtype = {article}
}
Conferences
Armañac-Julián, P; Martín-Montero, A; Lázaro, J; Kontaxis, S; Álvarez, D; Gozal, D; Hornero, R; Laguna, P; Gutiérrez-Tobal, G; Bailón, R; Gil, E
Changes in HRV metrics during sleep apnea episodes in children Conference
European Study Group on Cardiovascular Oscillations (ESGCO), Štrbské Pleso (Slovakia), 2022.
@conference{Armanac_c22a,
title = {Changes in HRV metrics during sleep apnea episodes in children},
author = {P Armañac-Julián and A Martín-Montero and J Lázaro and S Kontaxis and D Álvarez and D Gozal and R Hornero and P Laguna and G Gutiérrez-Tobal and R Bailón and E Gil},
url = {https://drive.google.com/file/d/1CKL5XDK_PHHcPR1ytUsVmPeNOsDMsB95/view},
year = {2022},
date = {2022-01-01},
booktitle = {European Study Group on Cardiovascular Oscillations (ESGCO)},
address = {Štrbské Pleso (Slovakia)},
keywords = {},
pubstate = {published},
tppubtype = {conference}
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2021
Journal Articles
Armañac, P; Hernando, D; Lázaro, J; Haro, C; Magrans, R; Morales, J; Moeyersons, J; Sarlabous, L; López-Aguilar, J; Subira, C; Fernandez, R; Orini, M; Laguna, P; Varon, C; Gil, E; Bailón, R; Blanch, L
Cardiopulmonary Coupling Indices to Assess Weaning Readiness from Mechanical Ventilation Journal Article
In: Scientific Reports, vol. 11:16014, 2021.
@article{Armanac21,
title = {Cardiopulmonary Coupling Indices to Assess Weaning Readiness from Mechanical Ventilation},
author = {P Armañac and D Hernando and J Lázaro and C Haro and R Magrans and J Morales and J Moeyersons and L Sarlabous and J López-Aguilar and C Subira and R Fernandez and M Orini and P Laguna and C Varon and E Gil and R Bailón and L Blanch},
url = {https://drive.google.com/file/d/1WY99Ew2a0_5gqcsiXtW2WQTfi1TZmx04/view},
doi = {10.1038/s41598-021-95282-2},
year = {2021},
date = {2021-01-01},
urldate = {2021-01-01},
journal = {Scientific Reports},
volume = {11:16014},
keywords = {},
pubstate = {published},
tppubtype = {article}
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2020
Journal Articles
Morales, J; Moeyersons, J; Armañac, P; Orini, M; Faes, L; Overeem, S; Gilst, M Van; Dijk, J Van; Huffel, S Van; Bailón, R; Varon, C
Model-Based Evaluation of Methods for Respiratory Sinus Arrhythmia Estimation Journal Article
In: IEEE Trans Biomed Eng, vol. 68, no. 6, pp. 1882-1893, 2020.
@article{Morales20,
title = {Model-Based Evaluation of Methods for Respiratory Sinus Arrhythmia Estimation},
author = {J Morales and J Moeyersons and P Armañac and M Orini and L Faes and S Overeem and M Van Gilst and J Van Dijk and S Van Huffel and R Bailón and C Varon},
url = {https://drive.google.com/file/d/1WcH609paiFQ5dnXg-ze8NXBnZxgwYuTe/view},
doi = {10.1109/TBME.2020.3028204},
year = {2020},
date = {2020-01-01},
journal = {IEEE Trans Biomed Eng},
volume = {68},
number = {6},
pages = {1882-1893},
keywords = {},
pubstate = {published},
tppubtype = {article}
}
Conferences
Armañac, P; Hernando, D; Lázaro, J; Haro, C; Magrans, R; Sarlabous, L; López-Aguilar, J; Laguna, P; Gil, E; Blanch, L; Bailón, R
Baroreflex Sensitivity Evolution before Weaning From Mechanical Ventilation Conference
Proceedings of the XLVII International Conference on Computing in Cardiology, Rimini, Italy, 2020.
@conference{conf_armanac_20,
title = {Baroreflex Sensitivity Evolution before Weaning From Mechanical Ventilation},
author = {P Armañac and D Hernando and J Lázaro and C Haro and R Magrans and L Sarlabous and J López-Aguilar and P Laguna and E Gil and L Blanch and R Bailón},
url = {https://drive.google.com/file/d/1WYQNenwRCqjcDb2j80GjgW-1AZhAbOp7/view},
year = {2020},
date = {2020-01-01},
booktitle = {Proceedings of the XLVII International Conference on Computing in Cardiology},
address = {Rimini, Italy},
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2019
Conferences
Armañac, P; Kontaxis, S; Lázaro, J; Laguna, P; Bailón, R; Gil, E
Proceedings of the XLVI International Conference on Computing in Cardiology, Singapore, 2019.
@conference{Armanac_conf2019,
title = {Cardiovascular Changes Induced by Acute Emotional Stress Estimated from the Pulse Transit Time Difference},
author = {P Armañac and S Kontaxis and J Lázaro and P Laguna and R Bailón and E Gil},
url = {https://drive.google.com/file/d/1q9eWzGMg3z__bpps0lLZd_CGJl1GDMEU/view},
year = {2019},
date = {2019-01-01},
booktitle = {Proceedings of the XLVI International Conference on Computing in Cardiology},
address = {Singapore},
keywords = {},
pubstate = {published},
tppubtype = {conference}
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2018
Conferences
Armañac, P; Kontaxis, S; Lázaro, J; Laguna, P; Bailón, R; Gil, E
XXXVI Congreso Anual de la Sociedad Española de Ingenieríıa Biomédica, Ciudad Real, España, 2018.
@conference{Armanac_conf2018,
title = {Cambios en la Diferencia del Tiempo de Tránsito del Pulso Sanguíneo en Estados de Estrés Emocional Agudo},
author = {P Armañac and S Kontaxis and J Lázaro and P Laguna and R Bailón and E Gil},
url = {https://drive.google.com/file/d/1R750lUtCghaU6MlN6fAlmZUzCfX3Yymd/view},
year = {2018},
date = {2018-01-01},
booktitle = {XXXVI Congreso Anual de la Sociedad Española de Ingenieríıa Biomédica},
pages = {125-128},
address = {Ciudad Real, España},
keywords = {},
pubstate = {published},
tppubtype = {conference}
}